Random Forests Based Group Importance Scores and Their Statistical Interpretation: Application for Alzheimer's Disease by Marie Wehenkel, Marie Wehenkel, Antonio Sutera, Christine Bastin, Pierre Geurts, Christophe Phillips, Christophe Phillips

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Evidence for a role of a cortico-subcortical network for automatic and unconscious motor inhibition of manual responses. by Kevin D'Ostilio, Fabienne Collette, Christophe Phillips, Gaëtan Garraux

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Combining PET images and neuropsychological test data for automatic diagnosis of Alzheimer's disease. by Fermín Segovia, Christine Bastin, Eric Salmon, Juan Manuel Górriz, Javier Ramírez, Christophe Phillips

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Exploratory Radiomic Analysis of Conventional vs. Quantitative Brain MRI: Toward Automatic Diagnosis of Early Multiple Sclerosis by Elizaveta Lavrova, Elizaveta Lavrova, Emilie Lommers, Emilie Lommers, Henry C. Woodruff, Henry C. Woodruff, Avishek Chatterjee, Pierre Maquet, Pierre Maquet, Eric Salmon, Philippe Lambin, Philippe Lambin, Christophe Phillips, Christophe Phillips

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Alzheimer's disease patients activate attention networks in a short-term memory task by Sophie Kurth, Mohamed Ali Bahri, Fabienne Collette, Christophe Phillips, Steve Majerus, Christine Bastin, Eric Salmon

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Biased binomial assessment of cross-validated estimation of classification accuracies illustrated in diagnosis predictions by Quentin Noirhomme, Damien Lesenfants, Francisco Gomez, Andrea Soddu, Jessica Schrouff, Gaëtan Garraux, André Luxen, Christophe Phillips, Steven Laureys

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Multiparameter MRI quantification of microstructural tissue alterations in multiple sclerosis by Emilie Lommers, Jessica Simon, Gilles Reuter, Gaël Delrue, Dominique Dive, Christian Degueldre, Evelyne Balteau, Christophe Phillips, Pierre Maquet

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Modulation of brain activity during a Stroop inhibitory task by the kind of cognitive control required. by Julien Grandjean, Kevin D'Ostilio, Christophe Phillips, Evelyne Balteau, Christian Degueldre, André Luxen, Pierre Maquet, Eric Salmon, Fabienne Collette

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Using quantitative magnetic resonance imaging to track cerebral alterations in multiple sclerosis brain: A longitudinal study by Nora Vandeleene, Camille Guillemin, Solène Dauby, Florence Requier, Maëlle Charonitis, Daphne Chylinski, Evelyne Balteau, Pierre Maquet, Emilie Lommers, Christophe Phillips

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Parkinson’s disease multimodal imaging: F-DOPA PET, neuromelanin-sensitive and quantitative iron-sensitive MRI by Frédérique Depierreux, Eric Parmentier, Laurane Mackels, Katherine Baquero, Christian Degueldre, Evelyne Balteau, Eric Salmon, Christophe Phillips, Mohamed Ali Bahri, Pierre Maquet, Gaëtan Garraux

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Influence of noise correction on intra- and inter-subject variability of quantitative metrics in diffusion kurtosis imaging. by Elodie D André, Farida Grinberg, Ezequiel Farrher, Ivan I Maximov, N Jon Shah, Christelle Meyer, Mathieu Jaspar, Vincenzo Muto, Christophe Phillips, Evelyne Balteau

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Changes in effective connectivity by propofol sedation. by Francisco Gómez, Christophe Phillips, Andrea Soddu, Melanie Boly, Pierre Boveroux, Audrey Vanhaudenhuyse, Marie-Aurélie Bruno, Olivia Gosseries, Vincent Bonhomme, Steven Laureys, Quentin Noirhomme

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Validation of an Automatic Arousal Detection Algorithm for Whole-Night Sleep EEG Recordings by Daphne Chylinski, Franziska Rudzik, Dorothée Coppieters ‘t Wallant, Martin Grignard, Nora Vandeleene, Maxime Van Egroo, Laurie Thiesse, Stig Solbach, Pierre Maquet, Christophe Phillips, Gilles Vandewalle, Christian Cajochen, Vincenzo Muto

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Cognitive brain responses during circadian wake-promotion: evidence for sleep-pressure-dependent hypothalamic activations by Carolin F. Reichert, Micheline Maire, Virginie Gabel, Antoine U. Viola, Thomas Götz, Klaus Scheffler, Markus Klarhöfer, Christian Berthomier, Werner Strobel, Christophe Phillips, Eric Salmon, Christian Cajochen, Christina Schmidt

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Interaction between hippocampal and striatal systems predicts subsequent consolidation of motor sequence memory. by Geneviève Albouy, Virginie Sterpenich, Gilles Vandewalle, Annabelle Darsaud, Steffen Gais, Géraldine Rauchs, Martin Desseilles, Mélanie Boly, Thanh Dang-Vu, Evelyne Balteau, Christian Degueldre, Christophe Phillips, André Luxen, Pierre Maquet

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qMRI-BIDS: An extension to the brain imaging data structure for quantitative magnetic resonance imaging data by Agah Karakuzu, Stefan Appelhoff, Tibor Auer, Mathieu Boudreau, Franklin Feingold, Ali R. Khan, Alberto Lazari, Chris Markiewicz, Martijn Mulder, Christophe Phillips, Taylor Salo, Nikola Stikov, Kirstie Whitaker, Gilles de Hollander

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Timely coupling of sleep spindles and slow waves linked to early amyloid-β burden and predicts memory decline by Daphne Chylinski, Maxime Van Egroo, Justinas Narbutas, Vincenzo Muto, Mohamed Ali Bahri, Christian Berthomier, Eric Salmon, Christine Bastin, Christophe Phillips, Fabienne Collette, Pierre Maquet, Julie Carrier, Jean-Marc Lina, Gilles Vandewalle

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Light modulates task-dependent thalamo-cortical connectivity during an auditory attentional task by Ilenia Paparella, Islay Campbell, Roya Sharifpour, Elise Beckers, Alexandre Berger, Jose Fermin Balda Aizpurua, Ekaterina Koshmanova, Nasrin Mortazavi, Puneet Talwar, Christian Degueldre, Laurent Lamalle, Siya Sherif, Christophe Phillips, Pierre Maquet, Gilles Vandewalle

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Heterogeneity in the links between sleep arousals, amyloid-β, and cognition by Daphne O. Chylinski, Maxime Van Egroo, Justinas Narbutas, Martin Grignard, Ekaterina Koshmanova, Christian Berthomier, Pierre Berthomier, Marie Brandewinder, Eric Salmon, Mohamed Ali Bahri, Christine Bastin, Fabienne Collette, Christophe Phillips, Pierre Maquet, Vincenzo Muto, Gilles Vandewalle

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Example dataset for the hMRI toolbox by Martina F. Callaghan, Antoine Lutti, John Ashburner, Evelyne Balteau, Nadège Corbin, Bogdan Draganski, Gunther Helms, Ferath Kherif, Tobias Leutritz, Siawoosh Mohammadi, Christophe Phillips, Enrico Reimer, Lars Ruthotto, Maryam Seif, Karsten Tabelow, Gabriel Ziegler, Nikolaus Weiskopf

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